{"id":"W2564737577","doi":"10.1093/icvts/ivw400","title":"Safety and efficacy of prophylactic negative pressure wound therapy following open saphenous vein harvest in cardiac surgery: a feasibility study","year":2016,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary; University of British Columbia","funders":"Kinetic Concepts","keywords":"Medicine; Surgery; Negative-pressure wound therapy; Anesthesia; Saphenous vein graft; Cardiac surgery; Cardiology; Artery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007031868,0.0008455729,0.001807756,0.0004059753,0.0003435682,0.0007107313,0.0007568921,0.001224752,0.002443133],"category_scores_gemma":[0.009902336,0.0005192591,0.001500636,0.0003965822,0.001528935,0.001002756,0.0005229565,0.00171749,0.0004098801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004351908,"about_ca_system_score_gemma":0.001480524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002464071,"about_ca_topic_score_gemma":0.0002975996,"domain_scores_codex":[0.9952713,0.003217119,0.0003829729,0.0003667727,0.0005439546,0.0002178932],"domain_scores_gemma":[0.9876549,0.005431767,0.004245189,0.001090678,0.0005858481,0.0009916682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8477252,0.06630807,0.01516176,0.00108877,0.0008686924,0.0002330118,0.0002624409,0.0004216391,0.0100566,0.00009279908,0.0002242535,0.05755682],"study_design_scores_gemma":[0.0861423,0.8977262,0.01443162,0.00003924449,0.0002291078,0.0001094993,0.00004242742,0.0002817708,0.0007660288,0.00003458106,0.0001825889,0.00001461272],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974471,0.0005195829,0.0004513056,0.00005636059,0.00003848476,0.001159548,0.00007058336,0.0000116721,0.0002453451],"genre_scores_gemma":[0.9964594,0.000505692,0.001177283,0.000105956,0.0001818659,0.001268493,0.0001392596,0.000005597527,0.0001564885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007031868,"threshold_uncertainty_score":0.03718853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04312504520334886,"score_gpt":0.3379408929966983,"score_spread":0.2948158477933494,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}